Optimizing the Collaboration Structure in Cross-Silo Federated Learning

Keyphrases

• Federated Learning 100%
• Cross-silo Federated Learning 100%
• Collaboration Structure 100%
• Negative Transfer 75%
• Learning Algorithm 50%
• Non-overlapping 25%
• Similarity Data 25%
• Distribution Data 25%
• Data Distribution 25%
• Training Data 25%
• Data Quantity 25%
• Learning Model 25%
• Distribution Distance 25%
• Transfer Problem 25%
• Machine Learning Models 25%
• Local Data 25%
• Multiple Clients 25%
• Dataset Model 25%
• Federated Learning System 25%
• Clustered Federated Learning 25%
• Overlapping Coalitions 25%
• Non-IIDness 25%

Computer Science

• Federated Learning 100%
• Learning Algorithm 28%
• Machine Learning 14%
• Data Distribution 14%
• Training Data 14%
• Learning Framework 14%
• Multiple Client 14%